Several possibilities may explain the inconsistency in the results of genetic association studies of regions around the APOE locus such as CD33, including the large contribution of the APOE allele to AD risk, the existence of long range linkage disequilibrium (LRLD) regions in different populations, the existence of hidden familial cases and population inbreeding. The gene discussed is APOE; the disease is Alzheimer disease.